This code is an exercise in understanding histogram equalization and matching. scikit-image has built in tool for both operations but were not used. Instead the operations were coded from scratch.

ACE or Adaptive Contrast Enhancement iss a method to enhance the contrast of an image, to balance the brightness and darkness of the image. it is a very simple method that uses histogram equalization.